Ziyue (Julius) Yu
Faculty of Applied Sciences
Macao Polytechnic University
Email: csziyue.yu at outlook.com
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Recent Updates

Publications

A Survey on Personalized Document-level Sentiment Analysis
Wenhao Zhu, Jiayue Qiu, Ziyue Yu, Wuman Luo.
Neurocomputing, 2024. [SCIE JCR Q1]
| Paper |
Multi-Perspective Patient Representation Learning for Disease Prediction on Electronic Health Records
Ziyue Yu, Jiayi Wang, Wuman Luo, Rita Tse, Giovanni Pau.
Knowledge and Information Systems, 2024. [CCF Rank B, SCIE JCR Q2]
(extended version of ICDM23)
| Paper |
MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction
Ziyue Yu, Jiayi Wang, Wuman Luo, Rita Tse, Giovanni Pau.
23rd IEEE International Conference on Data Mining (ICDM), 2023. [CORE Rank A*, CCF Rank B]
(Best-rank Paper)
| Paper | Slides | Code |
UCM: Personalized Document-level Sentiment Analysis Based on User Correlation Mining
Jiayue Qiu, Ziyue Yu, Wuman Luo.
19th International Conference on Intelligent Computing, 2023. [CCF Rank C]
| Paper |
DMNet: A Personalized Risk Assessment Framework for Elderly People with Type 2 Diabetes
Ziyue Yu, Wuman Luo, Rita Tse, Giovanni Pau.
IEEE Journal of Biomedical and Health Informatics, 2023. [CORE Rank A*, SCIE JCR Q1]
(Medical Informatics Cover Paper)
| Paper |
Deep Learning Hybrid Models for COVID-19 Prediction
Ziyue Yu, Lihua He, Wuman Luo, Rita Tse, Giovanni Pau.
Journal of Global Information Management, 2022. [SSCI JCR Q1]
(extended version of IoTBDS21)
| Paper |
Deep Learning for COVID-19 Prediction based on Blood Test
Ziyue Yu, Lihua He, Wuman Luo, Rita Tse, Giovanni Pau.
6th International Conference on Internet of Things, Big Data and Security (IoTBDS), 2021. [CORE Rank C]
(Best Student Paper Award)
| Paper |

Invited Talks

  • Machine Learning on Graph, Faculty of Applied Sciences, Macao Polytechnic University, 2022
  • Graph Representation Learning, School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, 2021
  • How to Give an Effective Presentation, Faculty of Applied Sciences, Macao Polytechnic University, 2021
  • Deep Learning on Graph, Institute of Chinese Medical Sciences & State Key Laboratory of Quality Research in Chinese Medicine, University of Macau, 2021

Teaching Experience

  • COMP6132 Introduction to Big Data, Fall 2023/2024 (TA)
  • COMP6126 E-commerce with Big Data, Spring 2022/2023 (TA)
  • COMP8122 Selected Topics in Big Data and Smart Society, Fall 2022/2023 (TA)
  • COMP112 Programming I, Fall 2022/2023 (TA)

Selected Awards

  • MPU PhD Full Scholarship, 2020 - 2023 [Link]
  • Hong Kong Baptist University Merit Scholarship, 2020 [Link]
  • The Second Prize of Network and Information Security Contest (CTF), 2018
  • The Second Prize of Physics Technology Innovation Contest, 2018
  • The Third Prize of Statistical Investigation Scheme Design Contest, 2017
  • The Third Prize of Mathematical Contest in Modeling, 2016

Academic Service

I regularly serve as reviewers for following conferences and journals.